{"id":73566,"date":"2025-07-14T09:33:54","date_gmt":"2025-07-14T02:33:54","guid":{"rendered":"https:\/\/bap-software.net\/?post_type=products&p=73566"},"modified":"2025-07-14T09:35:45","modified_gmt":"2025-07-14T02:35:45","slug":"ai-surveillance-system-for-retail","status":"publish","type":"products","link":"https:\/\/bap-software.net\/en\/case-study\/ai-surveillance-system-for-retail\/","title":{"rendered":"AI Surveillance System for Retail: Real-time People Counting and Mask Detection Combined"},"content":{"rendered":"

<\/p>\n

Context<\/strong><\/h3>\n

In modern retail operations, understanding customer traffic and enforcing health compliance (e.g., mask usage during COVID-19) is crucial for safety and efficiency. Businesses need a smart, automated solution to manage both.<\/p>\n

Our Solution<\/strong><\/h3>\n

We developed an AI-powered monitoring system with two core capabilities:<\/p>\n

People Counting<\/strong><\/p>\n

\"AI\"AI<\/p>\n

    \n
  • Multiple cameras at store entrances\/exits.<\/li>\n
  • Real-time human detection using YOLOv3.<\/li>\n
  • Daily, weekly, and monthly visitor analytics.<\/li>\n<\/ul>\n

    Mask Detection<\/strong><\/p>\n

    \"AI\"AI<\/p>\n

      \n
    • Customized YOLOv5 model to detect mask usage.<\/li>\n
    • Trained on large datasets with 95%+ precision and recall.<\/li>\n
    • Works both on cloud and edge devices like NVIDIA Jetson Xavier.<\/li>\n<\/ul>\n

      Benefits<\/strong><\/h3>\n
        \n
      • Fully automated customer traffic reporting.<\/li>\n
      • Ensures compliance with health regulations.<\/li>\n
      • Reduces labor costs for in-store monitoring.<\/li>\n
      • Enables data-driven operational decisions.<\/li>\n<\/ul>\n

        <\/p>","protected":false},"featured_media":76194,"template":"","product":[65],"cs_tag":[],"class_list":["post-73566","products","type-products","status-publish","has-post-thumbnail","hentry","product-ai"],"acf":[],"yoast_head":"\nAI Surveillance System for Retail: Real-time People Counting and Mask Detection Combined<\/title>\n<meta name=\"description\" content=\"In modern retail operations, understanding customer traffic and enforcing health compliance (e.g., mask usage during COVID-19) is crucial for safety and...\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/bap-software.net\/en\/case-study\/ai-surveillance-system-for-retail\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Surveillance System for Retail: Real-time People Counting and Mask Detection Combined\" \/>\n<meta property=\"og:description\" content=\"In modern retail operations, understanding customer traffic and enforcing health compliance (e.g., mask usage during COVID-19) is crucial for safety and...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/bap-software.net\/en\/case-study\/ai-surveillance-system-for-retail\/\" \/>\n<meta property=\"og:site_name\" content=\"Software development - offshore service | BAP Software\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/bap32\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-14T02:35:45+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.bap-software.net\/2025\/07\/14162320\/AI-Surveillance-System-for-Retail-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"371\" \/>\n\t<meta property=\"og:image:height\" content=\"216\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@bapsoftware\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/bap-software.net\\\/en\\\/case-study\\\/ai-surveillance-system-for-retail\\\/\",\"url\":\"https:\\\/\\\/bap-software.net\\\/en\\\/case-study\\\/ai-surveillance-system-for-retail\\\/\",\"name\":\"AI Surveillance System for Retail: Real-time People Counting and Mask Detection Combined\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/bap-software.net\\\/en\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/bap-software.net\\\/en\\\/case-study\\\/ai-surveillance-system-for-retail\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/bap-software.net\\\/en\\\/case-study\\\/ai-surveillance-system-for-retail\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/cdn.bap-software.net\\\/2025\\\/07\\\/14162320\\\/AI-Surveillance-System-for-Retail-1.png\",\"datePublished\":\"2025-07-14T02:33:54+00:00\",\"dateModified\":\"2025-07-14T02:35:45+00:00\",\"description\":\"In modern retail operations, understanding customer traffic and enforcing health compliance (e.g., mask usage during COVID-19) is crucial for safety and...\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/bap-software.net\\\/en\\\/case-study\\\/ai-surveillance-system-for-retail\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[[\"https:\\\/\\\/bap-software.net\\\/en\\\/case-study\\\/ai-surveillance-system-for-retail\\\/\"]]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/bap-software.net\\\/en\\\/case-study\\\/ai-surveillance-system-for-retail\\\/#primaryimage\",\"url\":\"https:\\\/\\\/cdn.bap-software.net\\\/2025\\\/07\\\/14162320\\\/AI-Surveillance-System-for-Retail-1.png\",\"contentUrl\":\"https:\\\/\\\/cdn.bap-software.net\\\/2025\\\/07\\\/14162320\\\/AI-Surveillance-System-for-Retail-1.png\",\"width\":371,\"height\":216,\"caption\":\"AI Surveillance System for Retail: Real-time People Counting and Mask Detection Combined\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/bap-software.net\\\/en\\\/case-study\\\/ai-surveillance-system-for-retail\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/bap-software.net\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Case Study\",\"item\":\"https:\\\/\\\/bap-software.net\\\/en\\\/case-study\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"AI Surveillance System for Retail: Real-time People Counting and Mask Detection Combined\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/bap-software.net\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/bap-software.net\\\/en\\\/\",\"name\":\"Software development - offshore service | BAP Software\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/bap-software.net\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"AI Surveillance System for Retail: Real-time People Counting and Mask Detection Combined","description":"In modern retail operations, understanding customer traffic and enforcing health compliance (e.g., mask usage during COVID-19) is crucial for safety and...","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/bap-software.net\/en\/case-study\/ai-surveillance-system-for-retail\/","og_locale":"en_US","og_type":"article","og_title":"AI Surveillance System for Retail: Real-time People Counting and Mask Detection Combined","og_description":"In modern retail operations, understanding customer traffic and enforcing health compliance (e.g., mask usage during COVID-19) is crucial for safety and...","og_url":"https:\/\/bap-software.net\/en\/case-study\/ai-surveillance-system-for-retail\/","og_site_name":"Software development - offshore service | BAP Software","article_publisher":"https:\/\/www.facebook.com\/bap32","article_modified_time":"2025-07-14T02:35:45+00:00","og_image":[{"width":371,"height":216,"url":"https:\/\/cdn.bap-software.net\/2025\/07\/14162320\/AI-Surveillance-System-for-Retail-1.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_site":"@bapsoftware","twitter_misc":{"Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/bap-software.net\/en\/case-study\/ai-surveillance-system-for-retail\/","url":"https:\/\/bap-software.net\/en\/case-study\/ai-surveillance-system-for-retail\/","name":"AI Surveillance System for Retail: Real-time People Counting and Mask Detection Combined","isPartOf":{"@id":"https:\/\/bap-software.net\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/bap-software.net\/en\/case-study\/ai-surveillance-system-for-retail\/#primaryimage"},"image":{"@id":"https:\/\/bap-software.net\/en\/case-study\/ai-surveillance-system-for-retail\/#primaryimage"},"thumbnailUrl":"https:\/\/cdn.bap-software.net\/2025\/07\/14162320\/AI-Surveillance-System-for-Retail-1.png","datePublished":"2025-07-14T02:33:54+00:00","dateModified":"2025-07-14T02:35:45+00:00","description":"In modern retail operations, understanding customer traffic and enforcing health compliance (e.g., mask usage during COVID-19) is crucial for safety and...","breadcrumb":{"@id":"https:\/\/bap-software.net\/en\/case-study\/ai-surveillance-system-for-retail\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":[["https:\/\/bap-software.net\/en\/case-study\/ai-surveillance-system-for-retail\/"]]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/bap-software.net\/en\/case-study\/ai-surveillance-system-for-retail\/#primaryimage","url":"https:\/\/cdn.bap-software.net\/2025\/07\/14162320\/AI-Surveillance-System-for-Retail-1.png","contentUrl":"https:\/\/cdn.bap-software.net\/2025\/07\/14162320\/AI-Surveillance-System-for-Retail-1.png","width":371,"height":216,"caption":"AI Surveillance System for Retail: Real-time People Counting and Mask Detection Combined"},{"@type":"BreadcrumbList","@id":"https:\/\/bap-software.net\/en\/case-study\/ai-surveillance-system-for-retail\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/bap-software.net\/en\/"},{"@type":"ListItem","position":2,"name":"Case Study","item":"https:\/\/bap-software.net\/en\/case-study\/"},{"@type":"ListItem","position":3,"name":"AI Surveillance System for Retail: Real-time People Counting and Mask Detection Combined"}]},{"@type":"WebSite","@id":"https:\/\/bap-software.net\/en\/#website","url":"https:\/\/bap-software.net\/en\/","name":"Software development - offshore service | BAP Software","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/bap-software.net\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/bap-software.net\/en\/wp-json\/wp\/v2\/products\/73566","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bap-software.net\/en\/wp-json\/wp\/v2\/products"}],"about":[{"href":"https:\/\/bap-software.net\/en\/wp-json\/wp\/v2\/types\/products"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/bap-software.net\/en\/wp-json\/wp\/v2\/media\/76194"}],"wp:attachment":[{"href":"https:\/\/bap-software.net\/en\/wp-json\/wp\/v2\/media?parent=73566"}],"wp:term":[{"taxonomy":"product","embeddable":true,"href":"https:\/\/bap-software.net\/en\/wp-json\/wp\/v2\/product?post=73566"},{"taxonomy":"cs_tag","embeddable":true,"href":"https:\/\/bap-software.net\/en\/wp-json\/wp\/v2\/cs_tag?post=73566"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}